{"id":"W1600641361","doi":"","title":"“The pipes play on”: Canadian Pipers at War, 1914–1918: An Inspired Tradition","year":2000,"lang":"en","type":"article","venue":"Canadian military history","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Economic history; Political science; Economics; Political economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005782726,0.0002291992,0.0002122998,0.001052113,0.007112235,0.00004514078,0.0007171388,0.0002830774,0.014463],"category_scores_gemma":[0.0001086813,0.0002953342,0.0001631382,0.0002998274,0.002062518,0.0004347428,0.000004667679,0.0003593152,0.001948093],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.05688104,"about_ca_system_score_gemma":0.01757228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997725,"about_ca_topic_score_gemma":0.9999985,"domain_scores_codex":[0.9972294,0.0003406015,0.0002990909,0.0005288903,0.0004365096,0.001165488],"domain_scores_gemma":[0.9952144,0.00008350464,0.00003838577,0.0006147664,0.00006924169,0.003979682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002589133,0.00001756276,0.0001264519,0.00000574752,0.00001993907,0.0002112449,0.035236,0.00004226017,0.000005615477,0.003804031,0.9226738,0.03783145],"study_design_scores_gemma":[0.000174718,0.00006844274,0.005255263,0.00001445608,0.00001974167,0.000005419078,0.00211755,0.00002044319,3.928521e-7,0.0001432936,0.9918039,0.0003763415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.241377,0.01933038,1.371389e-7,0.007349306,0.003402535,0.0005645815,0.0006696103,0.000131718,0.7271747],"genre_scores_gemma":[0.6893169,0.003204445,0.00002328394,0.01341071,0.001203173,0.00009450912,0.0003003872,0.00008670679,0.2923598],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4479399,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341995227053587,"score_gpt":0.1924254641699558,"score_spread":0.1790055118994199,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}